Occupation baseline · Research consensus
Will AI replace Driver/Sales Workers?
Baseline AI displacement risk for Driver/Sales Workers, aggregated from 6 research sources.
What this score means
Driver/Sales Workers is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 18 out of 100 it sits close to the Transportation average of 20. Across the 6 sources behind this baseline, individual estimates run from 6 to 52, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Driver/Sales Workers, most central first.
- 01Drive trucks to deliver such items as food, medical supplies, or newspapers.
- 02Inform regular customers of new products or services and price changes.
- 03Record sales or delivery information on daily sales or delivery record.
- 04Listen to and resolve customers' complaints regarding products or services.
- 05Collect money from customers, make change, and record transactions on customer receipts.
- 06Maintain trucks and food-dispensing equipment and clean inside of machines that dispense food or beverages.
- 07Arrange merchandise and sales promotion displays or issue sales promotion materials to customers.
- 08Collect coins from vending machines, refill machines, and remove aged merchandise.
- 09Write customer orders and sales contracts according to company guidelines.
- 10Review lists of dealers, customers, or station drops and load trucks.
- 11Sell food specialties, such as sandwiches and beverages, to office workers and patrons of sports events.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 6 research sources that scored Driver/Sales Workers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
- 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
- 05GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 06AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Driver/Sales Workers?
- Published research puts Driver/Sales Workers at 18 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 6 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Driver/Sales Workers?
- Only partly. Individual estimates for Driver/Sales Workers run from 6 to 52 out of 100 across the 6 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which transportation roles face similar AI exposure?
- The closest published transportation roles to Driver/Sales Workers by score are Bus Drivers, School (18/100), Conveyor Operators and Tenders (18/100), and Gas Compressor and Gas Pumping Station Operators (18/100). Each has its own page with the research behind its number.
Also covers
Automotive Parts Delivery Driver (Auto Parts Delivery Driver) · Bakery Deliverer · Bobtailer · Bread Distributor · Bread Jockey · Breadman · Catering Driver · City Route Driver and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
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More transportation occupations
- Heavy and Tractor-Trailer Truck Drivers19/100
- Light Truck Drivers19/100
- Shuttle Drivers and Chauffeurs19/100
- Bus Drivers, School18/100
- Conveyor Operators and Tenders18/100
- Gas Compressor and Gas Pumping Station Operators18/100
- Ship Engineers18/100
- Parking Attendants17/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.